Profiling Report of merged_annotated_proteins

Brought to you by YData

Dataset statistics

Number of variables	20
Number of observations	50000
Missing cells	50168
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	33.7 MiB
Average record size in memory	707.2 B

Variable types

Text	4
Categorical	5
Numeric	11

Alerts

`Aromaticity` is highly overall correlated with `Oxidized_coefficient` and 1 other fields	High correlation
`Function_Prediction_source` is highly overall correlated with `Protein_source`	High correlation
`Function_prediction_source` is highly overall correlated with `Phage_source` and 1 other fields	High correlation
`Molecular_weight` is highly overall correlated with `Oxidized_coefficient` and 1 other fields	High correlation
`Oxidized_coefficient` is highly overall correlated with `Aromaticity` and 2 other fields	High correlation
`Phage_source` is highly overall correlated with `Function_prediction_source` and 1 other fields	High correlation
`Protein_source` is highly overall correlated with `Function_Prediction_source` and 2 other fields	High correlation
`Reduced_coefficient` is highly overall correlated with `Aromaticity` and 2 other fields	High correlation
`Start` is highly overall correlated with `Stop`	High correlation
`Stop` is highly overall correlated with `Start`	High correlation
`Protein_source` is highly imbalanced (94.2%)	Imbalance
`Function_prediction_source` has 22870 (45.7%) missing values	Missing
`Function_Prediction_source` has 27130 (54.3%) missing values	Missing
`Protein_ID` has unique values	Unique
`Aromaticity` has 8261 (16.5%) zeros	Zeros
`Instability_index` has 836 (1.7%) zeros	Zeros
`Helix_fraction` has 2231 (4.5%) zeros	Zeros
`Turn_fraction` has 2985 (6.0%) zeros	Zeros
`Sheet_fraction` has 2367 (4.7%) zeros	Zeros
`Reduced_coefficient` has 13696 (27.4%) zeros	Zeros
`Oxidized_coefficient` has 13220 (26.4%) zeros	Zeros

Reproduction

Analysis started	2025-07-29 12:15:02.726461
Analysis finished	2025-07-29 12:15:20.462748
Duration	17.74 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Phage_ID
Text

Distinct	47845
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	4.4 MiB

Length

Max length	87
Median length	85
Mean length	34.65984
Min length	5

Characters and Unicode

Total characters	1732992
Distinct characters	67
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45794 ?
Unique (%)	91.6%

Sample

1st row	NC_011019.1
2nd row	NC_008723.1
3rd row	NC_017968.1
4th row	NC_009820.1
5th row	NC_018863.1

Value	Count	Frequency (%)
imgvr_uvig_3300008299_000009\|3300008299\|ga0114868_1000024	4	< 0.1%
station168_dcm_all_assembly_node_569_length_94681_cov_11.157230	4	< 0.1%
imgvr_uvig_3300045988_102218\|3300045988\|ga0495776_017886	4	< 0.1%
mgv-genome-0378315	4	< 0.1%
mycobacterium_phage_porcelain	4	< 0.1%
nc_030936.1	4	< 0.1%
imgvr_uvig_3300029604_000307\|3300029604\|ga0245147_100033\|79620-241832	4	< 0.1%
mgv-genome-0380120	4	< 0.1%
uvig_555935	3	< 0.1%
station180_zzz_all_assembly_node_179_length_172350_cov_80.433280	3	< 0.1%
Other values (47835)	49962	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	189725	10.9%
_	138641	8.0%
3	107075	6.2%
1	90650	5.2%
2	84127	4.9%
8	82152	4.7%
5	80230	4.6%
4	78857	4.6%
9	73716	4.3%
7	70518	4.1%
Other values (57)	737301	42.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1732992	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	189725	10.9%
_	138641	8.0%
3	107075	6.2%
1	90650	5.2%
2	84127	4.9%
8	82152	4.7%
5	80230	4.6%
4	78857	4.6%
9	73716	4.3%
7	70518	4.1%
Other values (57)	737301	42.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1732992	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	189725	10.9%
_	138641	8.0%
3	107075	6.2%
1	90650	5.2%
2	84127	4.9%
8	82152	4.7%
5	80230	4.6%
4	78857	4.6%
9	73716	4.3%
7	70518	4.1%
Other values (57)	737301	42.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1732992	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	189725	10.9%
_	138641	8.0%
3	107075	6.2%
1	90650	5.2%
2	84127	4.9%
8	82152	4.7%
5	80230	4.6%
4	78857	4.6%
9	73716	4.3%
7	70518	4.1%
Other values (57)	737301	42.5%

Protein_source
Categorical

High correlation Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

prodigal	49210
RefSeq	521
Genbank	242
DDBJ	20
EMBL	7

Length

Max length	8
Median length	8
Mean length	7.97216
Min length	4

Characters and Unicode

Total characters	398608
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
prodigal	49210	98.4%
RefSeq	521	1.0%
Genbank	242	0.5%
DDBJ	20	< 0.1%
EMBL	7	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
prodigal	49210	98.4%
refseq	521	1.0%
genbank	242	0.5%
ddbj	20	< 0.1%
embl	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	49452	12.4%
r	49210	12.3%
p	49210	12.3%
o	49210	12.3%
d	49210	12.3%
i	49210	12.3%
g	49210	12.3%
l	49210	12.3%
e	1284	0.3%
R	521	0.1%
Other values (13)	2881	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	398608	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	49452	12.4%
r	49210	12.3%
p	49210	12.3%
o	49210	12.3%
d	49210	12.3%
i	49210	12.3%
g	49210	12.3%
l	49210	12.3%
e	1284	0.3%
R	521	0.1%
Other values (13)	2881	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	398608	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	49452	12.4%
r	49210	12.3%
p	49210	12.3%
o	49210	12.3%
d	49210	12.3%
i	49210	12.3%
g	49210	12.3%
l	49210	12.3%
e	1284	0.3%
R	521	0.1%
Other values (13)	2881	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	398608	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	49452	12.4%
r	49210	12.3%
p	49210	12.3%
o	49210	12.3%
d	49210	12.3%
i	49210	12.3%
g	49210	12.3%
l	49210	12.3%
e	1284	0.3%
R	521	0.1%
Other values (13)	2881	0.7%

Function_prediction_source
Categorical

High correlation Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	22870
Missing (%)	45.7%
Memory size	3.0 MiB

eggNOG-mapper	10992
Iterative search	9898
-	5450
RefSeq	521
Genbank	242
Other values (2)	27

Length

Max length	16
Median length	13
Mean length	11.486989
Min length	1

Characters and Unicode

Total characters	311642
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
eggNOG-mapper	10992	22.0%
Iterative search	9898	19.8%
-	5450	10.9%
RefSeq	521	1.0%
Genbank	242	0.5%
DDBJ	20	< 0.1%
EMBL	7	< 0.1%
(Missing)	22870	45.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eggnog-mapper	10992	29.7%
iterative	9898	26.7%
search	9898	26.7%
	5450	14.7%
refseq	521	1.4%
genbank	242	0.7%
ddbj	20	0.1%
embl	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	52962	17.0%
a	31030	10.0%
r	30788	9.9%
g	21984	7.1%
p	21984	7.1%
t	19796	6.4%
-	16442	5.3%
G	11234	3.6%
m	10992	3.5%
N	10992	3.5%
Other values (21)	83438	26.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	311642	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	52962	17.0%
a	31030	10.0%
r	30788	9.9%
g	21984	7.1%
p	21984	7.1%
t	19796	6.4%
-	16442	5.3%
G	11234	3.6%
m	10992	3.5%
N	10992	3.5%
Other values (21)	83438	26.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	311642	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	52962	17.0%
a	31030	10.0%
r	30788	9.9%
g	21984	7.1%
p	21984	7.1%
t	19796	6.4%
-	16442	5.3%
G	11234	3.6%
m	10992	3.5%
N	10992	3.5%
Other values (21)	83438	26.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	311642	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	52962	17.0%
a	31030	10.0%
r	30788	9.9%
g	21984	7.1%
p	21984	7.1%
t	19796	6.4%
-	16442	5.3%
G	11234	3.6%
m	10992	3.5%
N	10992	3.5%
Other values (21)	83438	26.8%

Start
Real number (ℝ)

High correlation

Distinct	34302
Distinct (%)	68.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29069.426

Minimum	1
Maximum	448958
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1312.95
Q1	8944.75
median	20886
Q3	37679.25
95-th percentile	87545.15
Maximum	448958
Range	448957
Interquartile range (IQR)	28734.5

Descriptive statistics

Standard deviation	31133.898
Coefficient of variation (CV)	1.0710187
Kurtosis	14.952845
Mean	29069.426
Median Absolute Deviation (MAD)	13465.5
Skewness	2.9461042
Sum	1.4534713 × 10⁹
Variance	9.6931959 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	216	0.4%
3	179	0.4%
2	178	0.4%
50	30	0.1%
61	12	< 0.1%
90	9	< 0.1%
4015	8	< 0.1%
1416	7	< 0.1%
2109	7	< 0.1%
22448	7	< 0.1%
Other values (34292)	49347	98.7%

Value	Count	Frequency (%)
1	216	0.4%
2	178	0.4%
3	179	0.4%
6	2	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
14	3	< 0.1%

Value	Count	Frequency (%)
448958	1	< 0.1%
414661	1	< 0.1%
397002	1	< 0.1%
380976	1	< 0.1%
367073	1	< 0.1%
365881	1	< 0.1%
357531	1	< 0.1%
345250	1	< 0.1%
343402	1	< 0.1%
341337	1	< 0.1%

Stop
Real number (ℝ)

High correlation

Distinct	34692
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29759.046

Minimum	65
Maximum	449674
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	65
5-th percentile	1974.95
Q1	9667.25
median	21581.5
Q3	38343.25
95-th percentile	88182.65
Maximum	449674
Range	449609
Interquartile range (IQR)	28676

Descriptive statistics

Standard deviation	31131.486
Coefficient of variation (CV)	1.0461184
Kurtosis	14.975301
Mean	29759.046
Median Absolute Deviation (MAD)	13463
Skewness	2.9470997
Sum	1.4879523 × 10⁹
Variance	9.6916945 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1224	11	< 0.1%
12072	8	< 0.1%
3015	7	< 0.1%
5764	7	< 0.1%
11033	7	< 0.1%
1537	7	< 0.1%
2589	7	< 0.1%
9848	6	< 0.1%
10704	6	< 0.1%
14580	6	< 0.1%
Other values (34682)	49928	99.9%

Value	Count	Frequency (%)
65	1	< 0.1%
66	1	< 0.1%
69	1	< 0.1%
71	2	< 0.1%
72	3	< 0.1%
73	1	< 0.1%
75	1	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
81	2	< 0.1%

Value	Count	Frequency (%)
449674	1	< 0.1%
415482	1	< 0.1%
398222	1	< 0.1%
382007	1	< 0.1%
368425	1	< 0.1%
366084	1	< 0.1%
358202	1	< 0.1%
346206	1	< 0.1%
346113	1	< 0.1%
342080	1	< 0.1%

Strand
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

-	25109
+	24891

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-
2nd row	+
3rd row	-
4th row	+
5th row	-

Common Values

Value	Count	Frequency (%)
-	25109	50.2%
+	24891	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	50000	100.0%

Most occurring characters

Value	Count	Frequency (%)
-	25109	50.2%
+	24891	49.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	25109	50.2%
+	24891	49.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	25109	50.2%
+	24891	49.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	25109	50.2%
+	24891	49.8%

Protein_ID
Text

Unique

Distinct	50000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

Length

Max length	91
Median length	87
Mean length	37.52778
Min length	7

Characters and Unicode

Total characters	1876389
Distinct characters	67
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50000 ?
Unique (%)	100.0%

Sample

1st row	YP_001994544.1
2nd row	YP_950675.1
3rd row	YP_006382285.1
4th row	YP_001469324.1
5th row	YP_006908410.1

Value	Count	Frequency (%)
np_958633.1	1	< 0.1%
biochar_1064_29	1	< 0.1%
yp_001994544.1	1	< 0.1%
yp_950675.1	1	< 0.1%
yp_006382285.1	1	< 0.1%
yp_001469324.1	1	< 0.1%
yp_006908410.1	1	< 0.1%
yp_008052003.1	1	< 0.1%
yp_007010876.1	1	< 0.1%
yp_003969626.1	1	< 0.1%
Other values (49990)	49990	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	195477	10.4%
_	187851	10.0%
3	118669	6.3%
1	108197	5.8%
2	97637	5.2%
4	89134	4.8%
5	89042	4.7%
8	88366	4.7%
9	79630	4.2%
7	77236	4.1%
Other values (57)	745150	39.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1876389	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	195477	10.4%
_	187851	10.0%
3	118669	6.3%
1	108197	5.8%
2	97637	5.2%
4	89134	4.8%
5	89042	4.7%
8	88366	4.7%
9	79630	4.2%
7	77236	4.1%
Other values (57)	745150	39.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1876389	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	195477	10.4%
_	187851	10.0%
3	118669	6.3%
1	108197	5.8%
2	97637	5.2%
4	89134	4.8%
5	89042	4.7%
8	88366	4.7%
9	79630	4.2%
7	77236	4.1%
Other values (57)	745150	39.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1876389	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	195477	10.4%
_	187851	10.0%
3	118669	6.3%
1	108197	5.8%
2	97637	5.2%
4	89134	4.8%
5	89042	4.7%
8	88366	4.7%
9	79630	4.2%
7	77236	4.1%
Other values (57)	745150	39.7%

Product
Text

Distinct	4022
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 MiB

Length

Max length	902
Median length	761
Mean length	25.97064
Min length	3

Characters and Unicode

Total characters	1298532
Distinct characters	80
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1782 ?
Unique (%)	3.6%

Sample

1st row	hypothetical protein
2nd row	major tail protein
3rd row	major capsid protein
4th row	hypothetical protein
5th row	RNA polymerase sigma factor

Value	Count	Frequency (%)
unknown	19689	11.8%
protein	12700	7.6%
of	4730	2.8%
hypothetical	4383	2.6%
the	3883	2.3%
domain	3698	2.2%
phage	3190	1.9%
family	2911	1.7%
dna	2844	1.7%
to	1995	1.2%
Other values (5284)	107471	64.2%

Most occurring characters

Value	Count	Frequency (%)
n	128202	9.9%
	117511	9.0%
e	100221	7.7%
o	99374	7.7%
i	88001	6.8%
t	82210	6.3%
a	75139	5.8%
r	57074	4.4%
s	49455	3.8%
l	47447	3.7%
Other values (70)	453898	35.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1298532	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	128202	9.9%
	117511	9.0%
e	100221	7.7%
o	99374	7.7%
i	88001	6.8%
t	82210	6.3%
a	75139	5.8%
r	57074	4.4%
s	49455	3.8%
l	47447	3.7%
Other values (70)	453898	35.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1298532	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	128202	9.9%
	117511	9.0%
e	100221	7.7%
o	99374	7.7%
i	88001	6.8%
t	82210	6.3%
a	75139	5.8%
r	57074	4.4%
s	49455	3.8%
l	47447	3.7%
Other values (70)	453898	35.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1298532	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	128202	9.9%
	117511	9.0%
e	100221	7.7%
o	99374	7.7%
i	88001	6.8%
t	82210	6.3%
a	75139	5.8%
r	57074	4.4%
s	49455	3.8%
l	47447	3.7%
Other values (70)	453898	35.0%

Protein_classification
Text

Distinct	65
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	45
Median length	9
Mean length	10.45058
Min length	6

Characters and Unicode

Total characters	522529
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	hypothetical;
2nd row	infection;
3rd row	assembly;
4th row	hypothetical;
5th row	replication;

Value	Count	Frequency (%)
unsorted	27503	55.0%
hypothetical	4380	8.8%
assembly	3676	7.4%
replication	2426	4.9%
infection	1978	4.0%
packaging	1754	3.5%
lysis	1446	2.9%
assembly;infection	1434	2.9%
integration	1162	2.3%
regulation	1080	2.2%
Other values (55)	3161	6.3%

Most occurring characters

Value	Count	Frequency (%)
;	53910	10.3%
e	50139	9.6%
t	49592	9.5%
n	47148	9.0%
o	43303	8.3%
s	42419	8.1%
r	35398	6.8%
u	30714	5.9%
i	29793	5.7%
d	27676	5.3%
Other values (15)	112437	21.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	522529	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
;	53910	10.3%
e	50139	9.6%
t	49592	9.5%
n	47148	9.0%
o	43303	8.3%
s	42419	8.1%
r	35398	6.8%
u	30714	5.9%
i	29793	5.7%
d	27676	5.3%
Other values (15)	112437	21.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	522529	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
;	53910	10.3%
e	50139	9.6%
t	49592	9.5%
n	47148	9.0%
o	43303	8.3%
s	42419	8.1%
r	35398	6.8%
u	30714	5.9%
i	29793	5.7%
d	27676	5.3%
Other values (15)	112437	21.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	522529	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
;	53910	10.3%
e	50139	9.6%
t	49592	9.5%
n	47148	9.0%
o	43303	8.3%
s	42419	8.1%
r	35398	6.8%
u	30714	5.9%
i	29793	5.7%
d	27676	5.3%
Other values (15)	112437	21.5%

Molecular_weight
Real number (ℝ)

High correlation

Distinct	44452
Distinct (%)	89.1%
Missing	84
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	4149.2137

Minimum	75.0666
Maximum	8770.8033
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	75.0666
5-th percentile	417.4176
Q1	2048.0349
median	4220.8564
Q3	6254.9195
95-th percentile	7694.0663
Maximum	8770.8033
Range	8695.7367
Interquartile range (IQR)	4206.8846

Descriptive statistics

Standard deviation	2375.7274
Coefficient of variation (CV)	0.57257293
Kurtosis	-1.243662
Mean	4149.2137
Median Absolute Deviation (MAD)	2099.4409
Skewness	-0.052646883
Sum	2.0711215 × 10⁸
Variance	5644080.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
131.1729	111	0.2%
146.1876	105	0.2%
147.1293	78	0.2%
89.0932	76	0.2%
174.201	58	0.1%
75.0666	56	0.1%
105.0926	48	0.1%
146.1445	46	0.1%
117.1463	45	0.1%
245.2755	43	0.1%
Other values (44442)	49250	98.5%
(Missing)	84	0.2%

Value	Count	Frequency (%)
75.0666	56	0.1%
89.0932	76	0.2%
105.0926	48	0.1%
115.1305	9	< 0.1%
117.1463	45	0.1%
119.1192	28	0.1%
121.1582	5	< 0.1%
131.1729	111	0.2%
132.1179	38	0.1%
133.1027	41	0.1%

Value	Count	Frequency (%)
8770.8033	1	< 0.1%
8690.9637	1	< 0.1%
8669.5906	1	< 0.1%
8665.8902	1	< 0.1%
8665.857	1	< 0.1%
8662.5385	1	< 0.1%
8639.6324	1	< 0.1%
8638.6479	1	< 0.1%
8632.7731	1	< 0.1%
8627.7922	1	< 0.1%

Aromaticity
Real number (ℝ)

High correlation Zeros

Distinct	472
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.089780236

Minimum	0
Maximum	1
Zeros	8261
Zeros (%)	16.5%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.041666667
median	0.083333333
Q3	0.125
95-th percentile	0.2
Maximum	1
Range	1
Interquartile range (IQR)	0.083333333

Descriptive statistics

Standard deviation	0.079517352
Coefficient of variation (CV)	0.88568883
Kurtosis	32.038142
Mean	0.089780236
Median Absolute Deviation (MAD)	0.041666667
Skewness	3.596842
Sum	4489.0118
Variance	0.0063230093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8261	16.5%
0.1428571429	1055	2.1%
0.1111111111	970	1.9%
0.09090909091	967	1.9%
0.125	954	1.9%
0.1	952	1.9%
0.07692307692	800	1.6%
0.08333333333	799	1.6%
0.1666666667	774	1.5%
0.07142857143	703	1.4%
Other values (462)	33765	67.5%

Value	Count	Frequency (%)
0	8261	16.5%
0.01428571429	22	< 0.1%
0.01449275362	25	0.1%
0.01470588235	19	< 0.1%
0.01492537313	22	< 0.1%
0.01515151515	18	< 0.1%
0.01538461538	34	0.1%
0.015625	17	< 0.1%
0.01587301587	18	< 0.1%
0.01612903226	29	0.1%

Value	Count	Frequency (%)
1	86	0.2%
0.75	2	< 0.1%
0.6666666667	14	< 0.1%
0.625	1	< 0.1%
0.6	8	< 0.1%
0.5	158	0.3%
0.4736842105	1	< 0.1%
0.4545454545	1	< 0.1%
0.4444444444	1	< 0.1%
0.4285714286	14	< 0.1%

Instability_index
Real number (ℝ)

Zeros

Distinct	39281
Distinct (%)	78.7%
Missing	84
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	35.581297

Minimum	-86.5
Maximum	388.53333
Zeros	836
Zeros (%)	1.7%
Negative	3261
Negative (%)	6.5%
Memory size	390.8 KiB

Quantile statistics

Minimum	-86.5
5-th percentile	-3.9905
Q1	17.655254
median	33.759336
Q3	50.438469
95-th percentile	82.593357
Maximum	388.53333
Range	475.03333
Interquartile range (IQR)	32.783216

Descriptive statistics

Standard deviation	29.032043
Coefficient of variation (CV)	0.8159355
Kurtosis	5.7399298
Mean	35.581297
Median Absolute Deviation (MAD)	16.372123
Skewness	1.1322243
Sum	1776076
Variance	842.85954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	836	1.7%
5	510	1.0%
6.666666667	321	0.6%
7.5	181	0.4%
8	138	0.3%
-13.725	94	0.2%
8.333333333	84	0.2%
55.65	82	0.2%
-37.45	79	0.2%
-21.63333333	78	0.2%
Other values (39271)	47513	95.0%
(Missing)	84	0.2%

Value	Count	Frequency (%)
-86.5	1	< 0.1%
-79.55	1	< 0.1%
-72.525	4	< 0.1%
-71.73333333	4	< 0.1%
-70.15	21	< 0.1%
-69.1	2	< 0.1%
-68.56666667	2	< 0.1%
-67.65	1	< 0.1%
-65.3	1	< 0.1%
-60.6625	1	< 0.1%

Value	Count	Frequency (%)
388.5333333	1	< 0.1%
306.2666667	1	< 0.1%
299.6	1	< 0.1%
291.4	7	< 0.1%
289.8571429	1	< 0.1%
264.8	1	< 0.1%
261.8	6	< 0.1%
242.6222222	1	< 0.1%
240.85	1	< 0.1%
231.725	1	< 0.1%

Isoelectric_point
Real number (ℝ)

Distinct	19776
Distinct (%)	39.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8118843

Minimum	4.0500284
Maximum	11.999968
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	4.0500284
5-th percentile	4.0500284
Q1	4.6111429
median	6.0682673
Q3	9.1348639
95-th percentile	10.655415
Maximum	11.999968
Range	7.9499393
Interquartile range (IQR)	4.5237209

Descriptive statistics

Standard deviation	2.3625355
Coefficient of variation (CV)	0.34682554
Kurtosis	-1.2634447
Mean	6.8118843
Median Absolute Deviation (MAD)	1.9033197
Skewness	0.41950469
Sum	340594.22
Variance	5.5815738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.050028419	4503	9.0%
5.525000191	838	1.7%
11.99996777	551	1.1%
8.750052071	448	0.9%
9.750021172	216	0.4%
5.57001667	181	0.4%
11.00083675	155	0.3%
5.240009499	141	0.3%
4.370259285	141	0.3%
5.494989204	138	0.3%
Other values (19766)	42688	85.4%

Value	Count	Frequency (%)
4.050028419	4503	9.0%
4.051619911	1	< 0.1%
4.052074623	1	< 0.1%
4.05224514	1	< 0.1%
4.052586174	1	< 0.1%
4.052756691	1	< 0.1%
4.052984047	1	< 0.1%
4.053097725	2	< 0.1%
4.053211403	1	< 0.1%
4.053268242	1	< 0.1%

Value	Count	Frequency (%)
11.99996777	551	1.1%
11.94213963	1	< 0.1%
11.936273	2	< 0.1%
11.93047085	1	< 0.1%
11.92453976	1	< 0.1%
11.91706142	1	< 0.1%
11.91042118	1	< 0.1%
11.90887394	2	< 0.1%
11.90784245	1	< 0.1%
11.90552158	1	< 0.1%

Helix_fraction
Real number (ℝ)

Zeros

Distinct	1179
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29488597

Minimum	0
Maximum	1
Zeros	2231
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.074074074
Q1	0.23684211
median	0.2962963
Q3	0.35294118
95-th percentile	0.49056604
Maximum	1
Range	1
Interquartile range (IQR)	0.11609907

Descriptive statistics

Standard deviation	0.12564571
Coefficient of variation (CV)	0.42608236
Kurtosis	6.2035764
Mean	0.29488597
Median Absolute Deviation (MAD)	0.057549858
Skewness	0.90052166
Sum	14744.299
Variance	0.015786845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3333333333	2510	5.0%
0	2231	4.5%
0.25	1581	3.2%
0.2857142857	1170	2.3%
0.5	1046	2.1%
0.2	809	1.6%
0.3	793	1.6%
0.4	694	1.4%
0.2727272727	567	1.1%
0.3076923077	552	1.1%
Other values (1169)	38047	76.1%

Value	Count	Frequency (%)
0	2231	4.5%
0.01449275362	1	< 0.1%
0.015625	1	< 0.1%
0.01639344262	1	< 0.1%
0.01851851852	1	< 0.1%
0.02040816327	2	< 0.1%
0.02173913043	1	< 0.1%
0.02222222222	4	< 0.1%
0.02272727273	3	< 0.1%
0.025	2	< 0.1%

Value	Count	Frequency (%)
1	314	0.6%
0.9090909091	1	< 0.1%
0.875	3	< 0.1%
0.8571428571	1	< 0.1%
0.8571428571	1	< 0.1%
0.8333333333	2	< 0.1%
0.8	10	< 0.1%
0.75	45	0.1%
0.7333333333	1	< 0.1%
0.7272727273	1	< 0.1%

Turn_fraction
Real number (ℝ)

Zeros

Distinct	904
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2061058

Minimum	0
Maximum	1
Zeros	2985
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.14285714
median	0.2
Q3	0.25531915
95-th percentile	0.37931034
Maximum	1
Range	1
Interquartile range (IQR)	0.11246201

Descriptive statistics

Standard deviation	0.11392829
Coefficient of variation (CV)	0.55276607
Kurtosis	9.5106599
Mean	0.2061058
Median Absolute Deviation (MAD)	0.057142857
Skewness	1.7315084
Sum	10305.29
Variance	0.012979656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2985	6.0%
0.25	1643	3.3%
0.2	1547	3.1%
0.1666666667	1323	2.6%
0.3333333333	1232	2.5%
0.1428571429	1049	2.1%
0.2222222222	793	1.6%
0.125	698	1.4%
0.1818181818	683	1.4%
0.2857142857	638	1.3%
Other values (894)	37409	74.8%

Value	Count	Frequency (%)
0	2985	6.0%
0.01612903226	1	< 0.1%
0.01639344262	1	< 0.1%
0.02040816327	2	< 0.1%
0.02083333333	2	< 0.1%
0.02173913043	1	< 0.1%
0.02222222222	1	< 0.1%
0.02325581395	1	< 0.1%
0.02380952381	1	< 0.1%
0.025	3	< 0.1%

Value	Count	Frequency (%)
1	189	0.4%
0.935483871	1	< 0.1%
0.8823529412	1	< 0.1%
0.875	1	< 0.1%
0.8571428571	1	< 0.1%
0.8571428571	1	< 0.1%
0.8571428571	2	< 0.1%
0.8333333333	2	< 0.1%
0.8181818182	1	< 0.1%
0.8	10	< 0.1%

Sheet_fraction
Real number (ℝ)

Zeros

Distinct	1001
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2576687

Minimum	0
Maximum	1
Zeros	2367
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.051282051
Q1	0.1875
median	0.25
Q3	0.32
95-th percentile	0.45454545
Maximum	1
Range	1
Interquartile range (IQR)	0.1325

Descriptive statistics

Standard deviation	0.12874943
Coefficient of variation (CV)	0.49967043
Kurtosis	6.8258445
Mean	0.2576687
Median Absolute Deviation (MAD)	0.066326531
Skewness	1.3772987
Sum	12883.435
Variance	0.016576416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2367	4.7%
0.3333333333	1857	3.7%
0.25	1780	3.6%
0.2	1258	2.5%
0.2857142857	891	1.8%
0.1666666667	885	1.8%
0.5	858	1.7%
0.2222222222	732	1.5%
0.3	627	1.3%
0.1428571429	622	1.2%
Other values (991)	38123	76.2%

Value	Count	Frequency (%)
0	2367	4.7%
0.02173913043	1	< 0.1%
0.02325581395	1	< 0.1%
0.0243902439	1	< 0.1%
0.025	1	< 0.1%
0.02857142857	2	< 0.1%
0.02941176471	2	< 0.1%
0.0303030303	1	< 0.1%
0.03125	4	< 0.1%
0.03333333333	3	< 0.1%

Value	Count	Frequency (%)
1	322	0.6%
0.875	1	< 0.1%
0.8666666667	1	< 0.1%
0.8333333333	1	< 0.1%
0.8333333333	7	< 0.1%
0.8181818182	1	< 0.1%
0.8181818182	1	< 0.1%
0.8	17	< 0.1%
0.7857142857	1	< 0.1%
0.75	61	0.1%

Reduced_coefficient
Real number (ℝ)

High correlation Zeros

Distinct	80
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5004.6842

Minimum	0
Maximum	45490
Zeros	13696
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2980
Q3	7450
95-th percentile	15470
Maximum	45490
Range	45490
Interquartile range (IQR)	7450

Descriptive statistics

Standard deviation	5526.0936
Coefficient of variation (CV)	1.1041843
Kurtosis	2.6617344
Mean	5004.6842
Median Absolute Deviation (MAD)	2980
Skewness	1.4823222
Sum	2.5023421 × 10⁸
Variance	30537710
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13696	27.4%
1490	8108	16.2%
2980	4944	9.9%
6990	3007	6.0%
5500	2959	5.9%
4470	2774	5.5%
8480	2635	5.3%
9970	1726	3.5%
5960	1472	2.9%
12490	1056	2.1%
Other values (70)	7623	15.2%

Value	Count	Frequency (%)
0	13696	27.4%
1490	8108	16.2%
2980	4944	9.9%
4470	2774	5.5%
5500	2959	5.9%
5960	1472	2.9%
6990	3007	6.0%
7450	660	1.3%
8480	2635	5.3%
8940	313	0.6%

Value	Count	Frequency (%)
45490	2	< 0.1%
44920	1	< 0.1%
44000	1	< 0.1%
41940	1	< 0.1%
40450	1	< 0.1%
39990	1	< 0.1%
38960	1	< 0.1%
38500	1	< 0.1%
38390	1	< 0.1%
37930	3	< 0.1%

Oxidized_coefficient
Real number (ℝ)

High correlation Zeros

Distinct	227
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5023.2342

Minimum	0
Maximum	45490
Zeros	13220
Zeros (%)	26.4%
Negative	0
Negative (%)	0.0%
Memory size	390.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2980
Q3	7575
95-th percentile	15720
Maximum	45490
Range	45490
Interquartile range (IQR)	7575

Descriptive statistics

Standard deviation	5536.0772
Coefficient of variation (CV)	1.1020942
Kurtosis	2.6467933
Mean	5023.2342
Median Absolute Deviation (MAD)	2980
Skewness	1.4791047
Sum	2.5116171 × 10⁸
Variance	30648150
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13220	26.4%
1490	7426	14.9%
2980	4331	8.7%
5500	2688	5.4%
6990	2581	5.2%
4470	2303	4.6%
8480	2157	4.3%
9970	1383	2.8%
5960	1193	2.4%
12490	897	1.8%
Other values (217)	11821	23.6%

Value	Count	Frequency (%)
0	13220	26.4%
125	407	0.8%
250	56	0.1%
375	11	< 0.1%
500	1	< 0.1%
625	1	< 0.1%
1490	7426	14.9%
1615	555	1.1%
1740	99	0.2%
1865	25	0.1%

Value	Count	Frequency (%)
45490	2	< 0.1%
44920	1	< 0.1%
44125	1	< 0.1%
42065	1	< 0.1%
40575	1	< 0.1%
39990	1	< 0.1%
38960	1	< 0.1%
38515	1	< 0.1%
38500	1	< 0.1%
37930	3	< 0.1%

Phage_source
Categorical

High correlation

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

IMG_VR	13985
MGV	12188
GPD	8837
GOV2	6091
TemPhD	4053
Other values (9)	4846

Length

Max length	8
Median length	7
Mean length	4.34912
Min length	3

Characters and Unicode

Total characters	217456
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RefSeq
2nd row	RefSeq
3rd row	RefSeq
4th row	RefSeq
5th row	RefSeq

Common Values

Value	Count	Frequency (%)
IMG_VR	13985	28.0%
MGV	12188	24.4%
GPD	8837	17.7%
GOV2	6091	12.2%
TemPhD	4053	8.1%
CHVD	2240	4.5%
GVD	853	1.7%
RefSeq	521	1.0%
PhagesDB	409	0.8%
IGVD	408	0.8%
Other values (4)	415	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
img_vr	13985	28.0%
mgv	12188	24.4%
gpd	8837	17.7%
gov2	6091	12.2%
temphd	4053	8.1%
chvd	2240	4.5%
gvd	853	1.7%
refseq	521	1.0%
phagesdb	409	0.8%
igvd	408	0.8%
Other values (4)	415	0.8%

Most occurring characters

Value	Count	Frequency (%)
G	42604	19.6%
V	35911	16.5%
M	26180	12.0%
D	16840	7.7%
R	14506	6.7%
I	14393	6.6%
_	13985	6.4%
P	13299	6.1%
O	6091	2.8%
2	6091	2.8%
Other values (19)	27556	12.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	217456	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	42604	19.6%
V	35911	16.5%
M	26180	12.0%
D	16840	7.7%
R	14506	6.7%
I	14393	6.6%
_	13985	6.4%
P	13299	6.1%
O	6091	2.8%
2	6091	2.8%
Other values (19)	27556	12.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	217456	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	42604	19.6%
V	35911	16.5%
M	26180	12.0%
D	16840	7.7%
R	14506	6.7%
I	14393	6.6%
_	13985	6.4%
P	13299	6.1%
O	6091	2.8%
2	6091	2.8%
Other values (19)	27556	12.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	217456	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	42604	19.6%
V	35911	16.5%
M	26180	12.0%
D	16840	7.7%
R	14506	6.7%
I	14393	6.6%
_	13985	6.4%
P	13299	6.1%
O	6091	2.8%
2	6091	2.8%
Other values (19)	27556	12.7%

Function_Prediction_source
Categorical

High correlation Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	27130
Missing (%)	54.3%
Memory size	2.8 MiB

-	12421
eggNOG-mapper	8735
Iterative search	1714

Length

Max length	16
Median length	1
Mean length	6.707477
Min length	1

Characters and Unicode

Total characters	153400
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	eggNOG-mapper
2nd row	-
3rd row	eggNOG-mapper
4th row	-
5th row	eggNOG-mapper

Common Values

Value	Count	Frequency (%)
-	12421	24.8%
eggNOG-mapper	8735	17.5%
Iterative search	1714	3.4%
(Missing)	27130	54.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	12421	50.5%
eggnog-mapper	8735	35.5%
iterative	1714	7.0%
search	1714	7.0%

Most occurring characters

Value	Count	Frequency (%)
e	22612	14.7%
-	21156	13.8%
g	17470	11.4%
p	17470	11.4%
a	12163	7.9%
r	12163	7.9%
G	8735	5.7%
O	8735	5.7%
N	8735	5.7%
m	8735	5.7%
Other values (8)	15426	10.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	153400	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	22612	14.7%
-	21156	13.8%
g	17470	11.4%
p	17470	11.4%
a	12163	7.9%
r	12163	7.9%
G	8735	5.7%
O	8735	5.7%
N	8735	5.7%
m	8735	5.7%
Other values (8)	15426	10.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	153400	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	22612	14.7%
-	21156	13.8%
g	17470	11.4%
p	17470	11.4%
a	12163	7.9%
r	12163	7.9%
G	8735	5.7%
O	8735	5.7%
N	8735	5.7%
m	8735	5.7%
Other values (8)	15426	10.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	153400	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	22612	14.7%
-	21156	13.8%
g	17470	11.4%
p	17470	11.4%
a	12163	7.9%
r	12163	7.9%
G	8735	5.7%
O	8735	5.7%
N	8735	5.7%
m	8735	5.7%
Other values (8)	15426	10.1%

	Aromaticity	Function_Prediction_source	Function_prediction_source	Helix_fraction	Instability_index	Isoelectric_point	Molecular_weight	Oxidized_coefficient	Phage_source	Protein_source	Reduced_coefficient	Sheet_fraction	Start	Stop	Strand	Turn_fraction
Aromaticity	1.000	0.011	0.023	0.464	-0.010	-0.010	0.208	0.600	0.020	0.010	0.603	-0.233	0.040	0.039	0.001	-0.039
Function_Prediction_source	0.011	1.000	0.000	0.039	0.016	0.045	0.031	0.000	0.333	1.000	0.000	0.060	0.066	0.065	0.012	0.072
Function_prediction_source	0.023	0.000	1.000	0.039	0.002	0.021	0.022	0.012	0.822	1.000	0.012	0.001	0.095	0.094	0.053	0.028
Helix_fraction	0.464	0.039	0.039	1.000	-0.136	-0.053	0.068	0.248	0.016	0.000	0.252	-0.062	0.042	0.041	0.013	-0.196
Instability_index	-0.010	0.016	0.002	-0.136	1.000	-0.036	0.171	0.085	0.000	0.000	0.081	0.147	0.003	0.002	0.010	0.016
Isoelectric_point	-0.010	0.045	0.021	-0.053	-0.036	1.000	0.050	0.025	0.022	0.000	0.026	-0.287	-0.006	-0.006	0.006	0.002
Molecular_weight	0.208	0.031	0.022	0.068	0.171	0.050	1.000	0.629	0.012	0.003	0.622	0.035	0.013	0.011	0.000	0.019
Oxidized_coefficient	0.600	0.000	0.012	0.248	0.085	0.025	0.629	1.000	0.013	0.009	0.998	-0.110	0.025	0.024	0.000	0.005
Phage_source	0.020	0.333	0.822	0.016	0.000	0.022	0.012	0.013	1.000	1.000	0.014	0.023	0.077	0.078	0.060	0.020
Protein_source	0.010	1.000	1.000	0.000	0.000	0.000	0.003	0.009	1.000	1.000	0.010	0.000	0.079	0.079	0.041	0.000
Reduced_coefficient	0.603	0.000	0.012	0.252	0.081	0.026	0.622	0.998	0.014	0.010	1.000	-0.108	0.025	0.023	0.000	0.004
Sheet_fraction	-0.233	0.060	0.001	-0.062	0.147	-0.287	0.035	-0.110	0.023	0.000	-0.108	1.000	-0.021	-0.025	0.017	-0.333
Start	0.040	0.066	0.095	0.042	0.003	-0.006	0.013	0.025	0.077	0.079	0.025	-0.021	1.000	0.999	0.005	-0.010
Stop	0.039	0.065	0.094	0.041	0.002	-0.006	0.011	0.024	0.078	0.079	0.023	-0.025	0.999	1.000	0.000	-0.005
Strand	0.001	0.012	0.053	0.013	0.010	0.006	0.000	0.000	0.060	0.041	0.000	0.017	0.005	0.000	1.000	0.008
Turn_fraction	-0.039	0.072	0.028	-0.196	0.016	0.002	0.019	0.005	0.020	0.000	0.004	-0.333	-0.010	-0.005	0.008	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	Phage_ID	Protein_source	Function_prediction_source	Start	Stop	Strand	Protein_ID	Product	Protein_classification	Molecular_weight	Aromaticity	Instability_index	Isoelectric_point	Helix_fraction	Turn_fraction	Sheet_fraction	Reduced_coefficient	Oxidized_coefficient	Phage_source	Function_Prediction_source
0	NC_011019.1	RefSeq	RefSeq	51457	51993	-	YP_001994544.1	hypothetical protein	hypothetical;	4439.9769	0.078947	40.926316	5.134573	0.236842	0.131579	0.394737	4470	4470	RefSeq	NaN
1	NC_008723.1	RefSeq	RefSeq	8638	9177	+	YP_950675.1	major tail protein	infection;	4196.4307	0.102564	36.107692	4.050028	0.205128	0.333333	0.333333	13980	13980	RefSeq	NaN
2	NC_017968.1	RefSeq	RefSeq	30673	31647	-	YP_006382285.1	major capsid protein	assembly;	4879.5720	0.045455	48.911364	6.037461	0.272727	0.113636	0.340909	0	0	RefSeq	NaN
3	NC_009820.1	RefSeq	RefSeq	52261	52434	+	YP_001469324.1	hypothetical protein	hypothetical;	6640.5466	0.052632	69.292982	4.906194	0.192982	0.263158	0.350877	12490	12615	RefSeq	NaN
4	NC_018863.1	RefSeq	RefSeq	79762	80397	-	YP_006908410.1	RNA polymerase sigma factor	replication;	75.0666	0.000000	0.000000	5.525000	0.000000	1.000000	0.000000	0	0	RefSeq	NaN
5	NC_021309.1	RefSeq	RefSeq	45734	46045	+	YP_008052003.1	hypothetical protein	hypothetical;	3862.3716	0.121212	18.009091	6.745049	0.272727	0.121212	0.151515	8480	8605	RefSeq	NaN
6	NC_019543.1	RefSeq	RefSeq	125465	126616	-	YP_007010876.1	RNA ligase and tail fiber protein attachment catalyst	lysis;replication;infection;	4002.4203	0.151515	46.812121	4.751137	0.333333	0.090909	0.303030	11460	11460	RefSeq	NaN
7	NC_014636.1	RefSeq	RefSeq	213015	214970	+	YP_003969626.1	baseplate wedge subunit	infection;	2521.8880	0.095238	25.361905	6.143238	0.380952	0.142857	0.238095	1490	1490	RefSeq	NaN
8	NC_019725.1	RefSeq	RefSeq	33766	34455	+	YP_007112724.1	membrane associated protein	assembly;	2026.2280	0.052632	15.836842	5.839661	0.210526	0.263158	0.210526	1490	1490	RefSeq	NaN
9	NC_005859.1	RefSeq	RefSeq	43505	44143	-	YP_006913.1	tail fiber protein	infection;	246.2603	0.000000	5.000000	4.598695	0.500000	0.000000	0.500000	0	0	RefSeq	NaN

	Phage_ID	Protein_source	Function_prediction_source	Start	Stop	Strand	Protein_ID	Product	Protein_classification	Molecular_weight	Aromaticity	Instability_index	Isoelectric_point	Helix_fraction	Turn_fraction	Sheet_fraction	Reduced_coefficient	Oxidized_coefficient	Phage_source	Function_Prediction_source
49990	biochar_1561	prodigal	NaN	25420	25884	+	biochar_1561_32	unknown	unsorted;	1405.5551	0.000000	-10.964286	5.210851	0.285714	0.285714	0.142857	0	0	STV	-
49991	biochar_1290	prodigal	NaN	9261	9680	+	biochar_1290_21	unknown	unsorted;	6911.0897	0.000000	75.334783	8.351057	0.275362	0.376812	0.217391	0	0	STV	-
49992	biochar_3952	prodigal	NaN	12725	13378	+	biochar_3952_16	pectinesterase activity	unsorted;	661.7448	0.000000	-15.685714	5.570017	0.285714	0.285714	0.142857	0	0	STV	Iterative search
49993	biochar_3049	prodigal	NaN	15377	15877	+	biochar_3049_24	unknown	unsorted;	3524.0537	0.259259	26.418519	8.112137	0.444444	0.037037	0.148148	9970	9970	STV	-
49994	biochar_4543	prodigal	NaN	10187	10534	+	biochar_4543_12	unknown	unsorted;	5123.7085	0.111111	62.642222	5.304181	0.311111	0.177778	0.377778	2980	2980	STV	-
49995	biochar_4936	prodigal	NaN	10051	11601	+	biochar_4936_9	Belongs to the glycosyl hydrolase 28 family	unsorted;	2918.1388	0.111111	2.844444	6.659563	0.296296	0.333333	0.185185	0	0	STV	eggNOG-mapper
49996	biochar_1323	prodigal	NaN	15408	17372	-	biochar_1323_33	phage tail tape measure protein	assembly;infection;	2903.2569	0.125000	34.941667	8.791763	0.333333	0.125000	0.250000	0	0	STV	eggNOG-mapper
49997	biochar_2347	prodigal	NaN	17625	17918	+	biochar_2347_27	unknown	unsorted;	3046.4022	0.111111	48.225926	4.050028	0.444444	0.222222	0.296296	2980	2980	STV	-
49998	biochar_2839	prodigal	NaN	4787	6559	-	biochar_2839_5	Required for morphogenesis and for the elongation of the flagellar filament by facilitating polymerization of the flagellin monomers at the tip of growing filament. Forms a capping structure, which prevents flagellin subunits (transported through the central channel of the flagellum) from leaking out without polymerization at the distal end	unsorted;	3199.5959	0.033333	34.963333	6.182798	0.233333	0.166667	0.366667	0	0	STV	eggNOG-mapper
49999	biochar_1064	prodigal	NaN	32415	32678	-	biochar_1064_29	unknown	unsorted;	1994.2079	0.117647	83.764706	6.326430	0.235294	0.117647	0.411765	5500	5500	STV	-

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block